Toggle Poster Visibility
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #1
Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #2
Robust and Scalable Models of Microbiome Dynamics
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #3
Explicit Inductive Bias for Transfer Learning with Convolutional Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #4
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #5
Optimizing the Latent Space of Generative Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #6
Theoretical Analysis of Image-to-Image Translation with Adversarial Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #7
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #8
PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #9
Probabilistic Recurrent State-Space Models
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #10
Structured Variationally Auto-encoded Optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #11
A Robust Approach to Sequential Information Theoretic Planning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #12
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #13
Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go?
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #14
Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #15
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #16
Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #17
Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #18
Differentially Private Database Release via Kernel Mean Embeddings
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #19
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #20
Neural Dynamic Programming for Musical Self Similarity
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #21
Learning long term dependencies via Fourier recurrent units
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #22
Autoregressive Convolutional Neural Networks for Asynchronous Time Series
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #23
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #24
Regret Minimization for Partially Observable Deep Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #25
Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #26
Unbiased Objective Estimation in Predictive Optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #27
Ultra Large-Scale Feature Selection using Count-Sketches
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #28
Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #29
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #30
The Mirage of Action-Dependent Baselines in Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #31
Composite Marginal Likelihood Methods for Random Utility Models
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #32
Ranking Distributions based on Noisy Sorting
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #33
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #34
Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #35
Deep Models of Interactions Across Sets
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #36
ContextNet: Deep learning for Star Galaxy Classification
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #37
First Order Generative Adversarial Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #38
Max-Mahalanobis Linear Discriminant Analysis Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #39
Learning Maximum-A-Posteriori Perturbation Models for Structured Prediction in Polynomial Time
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #40
Structured Output Learning with Abstention: Application to Accurate Opinion Prediction
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #41
SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #42
Smoothed Action Value Functions for Learning Gaussian Policies
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #43
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #44
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #45
AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #46
TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #47
End-to-End Learning for the Deep Multivariate Probit Model
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #48
Differentiable Dynamic Programming for Structured Prediction and Attention
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #49
Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #50
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #51
SQL-Rank: A Listwise Approach to Collaborative Ranking
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #52
Extreme Learning to Rank via Low Rank Assumption
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #53
Adversarial Attack on Graph Structured Data
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #54
Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #55
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #56
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #57
Thompson Sampling for Combinatorial Semi-Bandits
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #58
Let’s be Honest: An Optimal No-Regret Framework for Zero-Sum Games
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #59
Deep Asymmetric Multi-task Feature Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #60
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #61
Stein Variational Message Passing for Continuous Graphical Models
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #62
Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #63
Towards Binary-Valued Gates for Robust LSTM Training
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #64
Fitting New Speakers Based on a Short Untranscribed Sample
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #65
Stochastic Variance-Reduced Policy Gradient
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #66
Convergent Tree Backup and Retrace with Function Approximation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #67
Alternating Randomized Block Coordinate Descent
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #68
Shampoo: Preconditioned Stochastic Tensor Optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #69
Stochastic Wasserstein Barycenters
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #70
Accelerating Natural Gradient with Higher-Order Invariance
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #71
Learning unknown ODE models with Gaussian processes
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #72
Constraining the Dynamics of Deep Probabilistic Models
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #73
Fast Decoding in Sequence Models Using Discrete Latent Variables
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #74
High Performance Zero-Memory Overhead Direct Convolutions
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #75
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #76
Improved large-scale graph learning through ridge spectral sparsification
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #77
Distilling the Posterior in Bayesian Neural Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #78
Scalable approximate Bayesian inference for particle tracking data
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #79
Weakly Consistent Optimal Pricing Algorithms in Repeated Posted-Price Auctions with Strategic Buyer
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #80
Practical Contextual Bandits with Regression Oracles
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #81
Stochastic Variance-Reduced Hamilton Monte Carlo Methods
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #82
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #83
GAIN: Missing Data Imputation using Generative Adversarial Nets
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #84
Synthesizing Programs for Images using Reinforced Adversarial Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #85
Geometry Score: A Method For Comparing Generative Adversarial Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #86
Addressing Function Approximation Error in Actor-Critic Methods
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #87
Fast Bellman Updates for Robust MDPs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #88
Configurable Markov Decision Processes
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #89
Prediction Rule Reshaping
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #90
Dimensionality-Driven Learning with Noisy Labels
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #91
Learning Memory Access Patterns
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #92
Geodesic Convolutional Shape Optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #93
Visualizing and Understanding Atari Agents
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #94
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #95
Is Generator Conditioning Causally Related to GAN Performance?
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #96
K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #97
Inductive Two-Layer Modeling with Parametric Bregman Transfer
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #98
Does Distributionally Robust Supervised Learning Give Robust Classifiers?
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #99
Understanding Generalization and Optimization Performance of Deep CNNs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #100
The Multilinear Structure of ReLU Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #101
Parallel and Streaming Algorithms for K-Core Decomposition
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #102
Fast Approximate Spectral Clustering for Dynamic Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #103
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #104
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #105
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #106
Black-box Adversarial Attacks with Limited Queries and Information
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #107
Using Inherent Structures to design Lean 2-layer RBMs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #108
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #109
Composable Planning with Attributes
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #110
Measuring abstract reasoning in neural networks
In
Posters Thu
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #111
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #112
Self-Bounded Prediction Suffix Tree via Approximate String Matching
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #113
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #114
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #115
Composite Functional Gradient Learning of Generative Adversarial Models
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #116
LaVAN: Localized and Visible Adversarial Noise
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #117
Approximation Guarantees for Adaptive Sampling
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #118
Constrained Interacting Submodular Groupings
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #119
Residual Unfairness in Fair Machine Learning from Prejudiced Data
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #120
Adversarial Regression with Multiple Learners
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #121
Representation Tradeoffs for Hyperbolic Embeddings
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #122
Improving Sign Random Projections With Additional Information
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #123
Bandits with Delayed, Aggregated Anonymous Feedback
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #124
Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #125
Learning Policy Representations in Multiagent Systems
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #126
Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #127
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #128
Compressing Neural Networks using the Variational Information Bottelneck
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #129
Scalable Bilinear Pi Learning Using State and Action Features
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #130
Time Limits in Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #131
Semi-Supervised Learning on Data Streams via Temporal Label Propagation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #132
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #133
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #134
Bucket Renormalization for Approximate Inference
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #135
Kernel Recursive ABC: Point Estimation with Intractable Likelihood
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #136
Modeling Others using Oneself in Multi-Agent Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #137
Tropical Geometry of Deep Neural Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #138
Learning Dynamics of Linear Denoising Autoencoders
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #139
Nonparametric variable importance using an augmented neural network with multi-task learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #140
Training Neural Machines with Trace-Based Supervision
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #141
Open Category Detection with PAC Guarantees
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #142
SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #143
Learning Localized Spatio-Temporal Models From Streaming Data
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #144
Feasible Arm Identification
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #145
Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #146
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #147
Towards Fast Computation of Certified Robustness for ReLU Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #148
A Two-Step Computation of the Exact GAN Wasserstein Distance
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #149
Spatio-temporal Bayesian On-line Changepoint Detection with Model Selection
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #150
Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #151
Accurate Uncertainties for Deep Learning Using Calibrated Regression
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #152
Neural Autoregressive Flows
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #153
Probabilistic Boolean Tensor Decomposition
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #154
A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #155
A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #156
Randomized Block Cubic Newton Method
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #157
Massively Parallel Algorithms and Hardness for Single-Linkage Clustering under $\ell_p$ Distances
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #158
Local Density Estimation in High Dimensions
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #159
To Understand Deep Learning We Need to Understand Kernel Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #160
Learning in Reproducing Kernel Kreı̆n Spaces
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #161
Functional Gradient Boosting based on Residual Network Perception
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #162
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #163
Characterizing Implicit Bias in Terms of Optimization Geometry
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #164
prDeep: Robust Phase Retrieval with a Flexible Deep Network
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #165
Adversarial Time-to-Event Modeling
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #166
MAGAN: Aligning Biological Manifolds
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #167
Multicalibration: Calibration for the (Computationally-Identifiable) Masses
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #168
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #169
PixelSNAIL: An Improved Autoregressive Generative Model
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #170
Focused Hierarchical RNNs for Conditional Sequence Processing
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #171
Noise2Noise: Learning Image Restoration without Clean Data
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #172
Learning to Reweight Examples for Robust Deep Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #173
Policy and Value Transfer in Lifelong Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #174
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #175
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #176
Understanding the Loss Surface of Neural Networks for Binary Classification
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #177
Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #178
Reviving and Improving Recurrent Back-Propagation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #179
Riemannian Stochastic Recursive Gradient Algorithm with Retraction and Vector Transport and Its Convergence Analysis
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #180
Learning Compact Neural Networks with Regularization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #181
Investigating Human Priors for Playing Video Games
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #182
Decoupling Gradient-Like Learning Rules from Representations
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #183
Invariance of Weight Distributions in Rectified MLPs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #184
Stronger Generalization Bounds for Deep Nets via a Compression Approach
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #185
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #186
Loss Decomposition for Fast Learning in Large Output Spaces
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #187
Stochastic Proximal Algorithms for AUC Maximization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #188
Accelerated Spectral Ranking
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #189
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #190
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #191
Learning One Convolutional Layer with Overlapping Patches
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #192
A Spline Theory of Deep Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #193
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #194
Variational Bayesian dropout: pitfalls and fixes
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #195
Adversarial Learning with Local Coordinate Coding
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #196
Learning Representations and Generative Models for 3D Point Clouds
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #197
Bayesian Uncertainty Estimation for Batch Normalized Deep Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #198
Noisy Natural Gradient as Variational Inference
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #199
Deep Variational Reinforcement Learning for POMDPs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #200
Recurrent Predictive State Policy Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #201
The Mechanics of n-Player Differentiable Games
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #202
Improved Training of Generative Adversarial Networks Using Representative Features
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #203
Hierarchical Multi-Label Classification Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #204
Knowledge Transfer with Jacobian Matching
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #205
Towards Black-box Iterative Machine Teaching
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #206
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #207
Importance Weighted Transfer of Samples in Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #208
Beyond the One-Step Greedy Approach in Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #209
Optimization, fast and slow: optimally switching between local and Bayesian optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #210
Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #211
Graphical Nonconvex Optimization via an Adaptive Convex Relaxation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #212
Approximate message passing for amplitude based optimization
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #213
Delayed Impact of Fair Machine Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #214
Tempered Adversarial Networks
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #215
Fast Information-theoretic Bayesian Optimisation
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #216
Tight Regret Bounds for Bayesian Optimization in One Dimension
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #218
Kernelized Synaptic Weight Matrices
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #219
A Distributed Second-Order Algorithm You Can Trust
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #220
On Acceleration with Noise-Corrupted Gradients
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #221
Gradient Coding from Cyclic MDS Codes and Expander Graphs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #222
Accelerating Greedy Coordinate Descent Methods
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #223
Finding Influential Training Samples for Gradient Boosted Decision Trees
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #224
Improving Regression Performance with Distributional Losses
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #225
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #226
Learning to Act in Decentralized Partially Observable MDPs
In
Posters Thu
[
PDF]
Poster
Thu Jul 12 09:15 AM -- 12:00 PM (PDT) @ Hall B #227
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration
In
Posters Thu
[
PDF]